Run
507986

Run 507986

Task 3949 (Supervised Classification) teachingAssistant Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(1)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(1)_s0.01
classif.glmnet(1)_seed1
classif.glmnet(1)_kindMersenne-Twister
classif.glmnet(1)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6011
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.404
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.8055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2649
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.6026
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.092
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.979
UserCPU time millis testing
0.454
UserCPU time millis training
2.525